{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T10:50:27Z","timestamp":1782989427822,"version":"3.54.5"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686684","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,6,29]],"date-time":"2026-06-29T00:00:00Z","timestamp":1782691200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,6,29]]},"abstract":"<jats:p>As care for old adults increasingly shifts to the home, integrating everyday health data into clinical practice remains a major challenge. Current solutions based on passive sensors or wearable data often lack contextual understanding, leaving clinicians disconnected from the lived experience at home. To address this gap, we propose a user-centered, natural language-based, asynchronous platform enabling patients to communicate relevant health events and contextual insights in their own words. Developed through a participatory design process, our web-based prototype integrates a large language model with interfaces visualizing health and sensor data, and facilitates communication with hospital care teams. The system supports real-time data sharing, thereby contributing to bridging the hospital-home divide. Early feedback has informed iterative technical refinements, and a real-world user study is in progress. This approach represents an important step toward empowering older adults as active partners in their care and enabling more individualized, responsive clinical decision-making.<\/jats:p>","DOI":"10.3233\/shti260926","type":"book-chapter","created":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T10:03:22Z","timestamp":1782986602000},"source":"Crossref","is-referenced-by-count":0,"title":["Empowering Vulnerable Patients at Home: A User-Centered Platform for Natural Language-Driven Integration of Home and Clinical Health Data"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-1597-4134","authenticated-orcid":false,"given":"Anna Thalea","family":"Hoogestraat","sequence":"first","affiliation":[{"name":"Big Data in Medicine, Department of Health Services Research, Carl von Ossietzky Universit\u00e4t Oldenburg, Oldenburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-1674-3220","authenticated-orcid":false,"given":"Bastian","family":"Brandes","sequence":"additional","affiliation":[{"name":"Big Data in Medicine, Department of Health Services Research, Carl von Ossietzky Universit\u00e4t Oldenburg, Oldenburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9752-5203","authenticated-orcid":false,"given":"Franziska","family":"Klein","sequence":"additional","affiliation":[{"name":"Assistance Systems and Medical Device Technology, Department of Health Services Research, Carl von Ossietzky Universit\u00e4t Oldenburg, Oldenburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5228-4947","authenticated-orcid":false,"given":"Anna","family":"Schumacher","sequence":"additional","affiliation":[{"name":"Assistance Systems and Medical Device Technology, Department of Health Services Research, Carl von Ossietzky Universit\u00e4t Oldenburg, Oldenburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8846-2282","authenticated-orcid":false,"given":"Andreas","family":"Hein","sequence":"additional","affiliation":[{"name":"Assistance Systems and Medical Device Technology, Department of Health Services Research, Carl von Ossietzky Universit\u00e4t Oldenburg, Oldenburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2550-2627","authenticated-orcid":false,"given":"Antje","family":"Wulff","sequence":"additional","affiliation":[{"name":"Big Data in Medicine, Department of Health Services Research, Carl von Ossietzky Universit\u00e4t Oldenburg, Oldenburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Health Sciences Informatics Leads and Empowers the Digital Health Transformation"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI260926","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T10:03:23Z","timestamp":1782986603000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI260926"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,29]]},"ISBN":["9781643686684"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti260926","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6,29]]}}}